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Mitchley T Dinner

@mitchleytdinner

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Responsible and orderly Bachelor of Information Technology (Data Science) student.

South Africa

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I am a recent BSc Data Science graduate with a strong foundation in data analytics, data visualisation, data wrangling, Python, SQL, and Excel. Throughout my degree, I worked on real-world datasets, developed predictive models, and built interactive dashboards to translate data into actionable insights. I am currently pursuing my Honours in Data Science and seeking an internship or entry-level Data Analyst role where I can apply my technical skills, continue learning, and gain hands-on industry experience while contributing value to the organisation.

Experience

Work history, roles, and key accomplishments

Current

Student

Current

Eduvos

Jan 2020 - Present (6 years 2 months)

Bachelor Of Information Technology (Data Science) student at Eduvos. Ongoing.

Microsoft Word Microsoft Excel

Aspiring Data Scientist

Eduvos Higher Institution

Oct 2022 - Nov 2025 (3 years 1 month)

Led a capstone project building and deploying an XGBoost model and Streamlit dashboard to predict 30-day readmission for diabetic patients, achieving 63% recall and AUC 0.68. Independently developed and deployed an R Shiny dashboard analyzing IT graduate survey trends to inform curriculum decisions.

scikit learn Python XGBoost Scikit learn SHAP Streamlit R Shiny tidyverse SQL Data Wrangling

Education

Degrees, certifications, and relevant coursework

Eduvos Higher Institution

Honours degree in Information Technology (Data Science), Information Technology

BSc Data Science graduate currently pursuing Honours, with strong skills in Python, SQL, Excel, and data visualisation. Seeking an internship or entry-level Data Analyst role to apply analytical skills, gain practical experience, and contribute data-driven insights in a real-world environment.